AI What is Tokenization and How does it work? Tokenization is a fundamental process in Natural Language Processing (NLP) and plays a crucial role in preparing text data for machine learning models. This blog post will break down what tokenization is, why it's important, and how it works with a concrete example. What is Tokenization? Tokenization is
AI Improving SQL Queries with Fine-Tuning In the space of data analysis and database management, generating accurate SQL queries is a critical skill. However, even experienced data professionals can sometimes struggle with complex queries, especially when dealing with nested aggregations or intricate table relationships. This challenge has led to the development of AI-powered SQL generators, which
AI How To Use Open Source LLMs (Large Language Model)? For code versioning, we utilize GitHub, a platform that allows us to manage and store different versions of our code repositories. For Docker images, Docker Hub is the platform where we can store, manage, and distribute our Docker images. Similarly, for AI models, we have Hugging Face. Hugging Face provides
AI What is a Large Language Model (LLM)? A Beginner's Guide What is LLM (Large Language Model)? A Large Language Model (LLM) is an AI model designed to understand and generate text among various tasks. AI models are trained on huge text data to perform various NLP (natural language processing) tasks. It's like an autocomplete feature but much more
Technology Horizontal Scaling vs Vertical Scaling - Which is Right for You? Imagine a world where your favorite apps and websites crumble under the weight of their own popularity, leaving you frustrated and disconnected. Scalability is the superhero that ensures your digital experiences remain seamless, even as the user base skyrockets and data flows like a never-ending river. Scalability, the subject of
